Qualitative Evaluation of Feature Descriptors for Monocular Depth Estimation

Kostadinov, Dimce and Ivanovski, Zoran (2010) Qualitative Evaluation of Feature Descriptors for Monocular Depth Estimation. In: Proceedings of the Seventh Conference on Informatics and Information Technology. Institute of Informatics, Faculty of Natural Sciences and Mathematics, Ss. Cyril and Methodius University in Skopje, Macedonia, Skopje, Macedonia, pp. 20-24. ISBN 978-9989-668-88-3

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Abstract

The paper presents results from the research that is focused on the quality evaluation of the descriptors used for 3D depth map estimation form single image. A research was performed to evaluate a feature descriptor that employs all or combination of the known monocular depth cues. An investigation and analysis was applied for monocular depth cues that can be extracted using image processing techniques.

Item Type: Book Section
Uncontrolled Keywords: machine learning, computer vision, single image 3D depth estimation, monocular depth cues usefulness
Subjects: International Conference on Informatics and Information Technologies > Artificial Intelligence
International Conference on Informatics and Information Technologies > Robotics
International Conference on Informatics and Information Technologies > Bioinformatics
Depositing User: Vangel Ajanovski
Date Deposited: 28 Oct 2016 00:15
Last Modified: 28 Oct 2016 00:15
URI: http://eprints.finki.ukim.mk/id/eprint/11082

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